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Non-convex Optimization for Machine Learning.pdf

机器学习中，常用优化算法，采用的是凸函数优化。随着深度学习的发展，在深度学习等训练是，经常涉及到非凸函数优化问题，该书做了相关的研究和说明。

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Interconnect Noise Optimization in Nanometer Technologies.pdf

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Convex Optimization.pdf

This book is about convex optimization, a special class of mathematical optimiza- tion problems, which includes least-squares and linear programming problems. It is well known that least-squares and linear programming problems have a fairly complete theory, arise in a variety of applications, and can be solved numerically very efficiently. The basic point of this book is that the same can be said for the larger class of convex optimization problems.

Learn.Search.Engine.Optimization.With.Smart.Internet.Marketing.Strategies 2018

No matter your background, SEO 2018 will walk you through search engine optimization techniques used to grow countless companies online, exact steps to rank high in Google, and how get a ton of customers with SEO. First, let me tell you a little secret about SEO marketing... Most of the search engine optimization advice on the Internet is wrong! If you've sifted through search engine optimization advice online, you may have noticed two things: - Most published SEO advice is either outdated or just dead-wrong. - Google's constant updates have made many popular SEO optimization strategies useless. Why is this so? Google are constantly evolving. Recent changes: 1. September, 2017 - Google becomes Apple's default search provider for Siri, iOS search, and Spotlight search on Mac OS, providing a wave of new opportunities for businesses. 2. August, 2017 - Google quietly releases a local SEO update dubbed the "Hawk" update, providing unique new challenges for local businesses. 3. June, 2017 - Google announces their game changing Mobile First Index coming up in 2018, that will completely shake up the mobile search results. SEO 2018 is now updated covering the latest changes to Google's algorithm, and walks you through major updates and how to use them to your advantage. This book also reveals industry secrets about staying ahead of Google's algorithm, and potential Google changes coming up in 2018. With this best-selling SEO book, learn SEO from a fundamental level, achieve top rankings, and generate a wave of new customers to your site. Discover powerful link building techniques experts use to get top rankings and generate massive traffic Link building is the strongest factor for ranking high in Google. Unfortunately, most widely-used methods suck! This chapter walks you through new and powerful techniques that won't get you in hot-water with Google. Now expanded with more link building strategies, and extra tips for advanced readers. You will also discover: 1. Important SEO concepts, from beginner to advanced. 2. Sneaky tricks to get local businesses ranking high with local SEO. 3. The inner workings of Google’s algorithm and how it calculates the search results. 4. How to find “money” keywords that will send customers to your site. 5. Basic and advanced link building strategies for pushing your rankings up higher. 6. Six insider sources to get expert SEO or Internet marketing advice worth thousands of dollars, for free. 7. How to use social media and web analytics to multiply your results. 8. 25+ powerful tools top Internet marketing experts use to automate search engine optimization, saving weeks of time and creating bigger results. Sidestep the 2018 Google updates Contrary to Internet marketing gossip, problems caused by Google updates are rarely irrecoverable—but you need the right knowledge. This book reveals: - Inner mechanics of Google's algorithm, and how to rank your site at the top. - Recent Google updates—Mobile First Index, Google Hawk update, Google FRED update, and more... - Potential updates coming up in 2018. - Steps to recover from Google penalties. And read the special bonus chapter on pay-per-click advertising In this bonus, learn to quickly setup pay-per-click advertising campaigns with Google AdWords and send customers to your site overnight, literally. One of the most comprehensive SEO optimization books ever published—updated and expanded—of all best-selling SEO books, this is the only one with everything you need. Scroll up, click buy, and get started now! Table of Contents 1. Introduction to how Google works. 2. Keyword research. The most important step of SEO. 3. On-page SEO. How to let Google know what your page is about. 4. Link building. How to rank extremely high on Google. 5. Social media & SEO. 6. Web analytics in a nutshell. How to measure your success. 7. Troubleshooting common SEO problems & how to fix them. 8. Local SEO. SEO for local businesses. 9. The new meta: Microformats, Microdata, schema.org & Facebook OpenGraph. 10. Powerful SEO tools. Bonus Chapter 1: Google’s algorithm updates. Bonus Chapter 2: The quick and dirty guide to pay-per-click advertising with Google AdWords. Bonus Resource: Free 50 point SEO checklist PDFLearn SEO strategies to rank at the top of Google with SEO 2018 EXPANDED & UPDATED - NOVEMBER, 2017 No matter your background, SEO 2018 will walk you through search engine optimization techniques used to grow countless companies online, exact steps to rank high in Google, and how get a ton of customers with SEO. First, let me tell you a little secret about SEO marketing... Most of the search engine optimization advice on the Internet is wrong! If you've sifted through search engine optimization advice online, you may have noticed two things: - Most published SEO advice is either outdated or just dead-wrong. - Google's constant updates have made many popular SEO optimization strategies useless. Why is this so? Google are constantly evolving. Recent changes: 1. September, 2017 - Google becomes Apple's default search provider for Siri, iOS search, and Spotlight search on Mac OS, providing a wave of new opportunities for businesses. 2. August, 2017 - Google quietly releases a local SEO update dubbed the "Hawk" update, providing unique new challenges for local businesses. 3. June, 2017 - Google announces their game changing Mobile First Index coming up in 2018, that will completely shake up the mobile search results. SEO 2018 is now updated covering the latest changes to Google's algorithm, and walks you through major updates and how to use them to your advantage. This book also reveals industry secrets about staying ahead of Google's algorithm, and potential Google changes coming up in 2018. With this best-selling SEO book, learn SEO from a fundamental level, achieve top rankings, and generate a wave of new customers to your site. Discover powerful link building techniques experts use to get top rankings and generate massive traffic Link building is the strongest factor for ranking high in Google. Unfortunately, most widely-used methods suck! This chapter walks you through new and powerful techniques that won't get you in hot-water with Google. Now expanded with more link building strategies, and extra tips for advanced readers. You will also discover: 1. Important SEO concepts, from beginner to advanced. 2. Sneaky tricks to get local businesses ranking high with local SEO. 3. The inner workings of Google’s algorithm and how it calculates the search results. 4. How to find “money” keywords that will send customers to your site. 5. Basic and advanced link building strategies for pushing your rankings up higher. 6. Six insider sources to get expert SEO or Internet marketing advice worth thousands of dollars, for free. 7. How to use social media and web analytics to multiply your results. 8. 25+ powerful tools top Internet marketing experts use to automate search engine optimization, saving weeks of time and creating bigger results. Sidestep the 2018 Google updates Contrary to Internet marketing gossip, problems caused by Google updates are rarely irrecoverable—but you need the right knowledge. This book reveals: - Inner mechanics of Google's algorithm, and how to rank your site at the top. - Recent Google updates—Mobile First Index, Google Hawk update, Google FRED update, and more... - Potential updates coming up in 2018. - Steps to recover from Google penalties. And read the special bonus chapter on pay-per-click advertising In this bonus, learn to quickly setup pay-per-click advertising campaigns with Google AdWords and send customers to your site overnight, literally. One of the most comprehensive SEO optimization books ever published—updated and expanded—of all best-selling SEO books, this is the only one with everything you need. Scroll up, click buy, and get started now! Table of Contents 1. Introduction to how Google works. 2. Keyword research. The most important step of SEO. 3. On-page SEO. How to let Google know what your page is about. 4. Link building. How to rank extremely high on Google. 5. Social media & SEO. 6. Web analytics in a nutshell. How to measure your success. 7. Troubleshooting common SEO problems & how to fix them. 8. Local SEO. SEO for local businesses. 9. The new meta: Microformats, Microdata, schema.org & Facebook OpenGraph. 10. Powerful SEO tools. Bonus Chapter 1: Google’s algorithm updates. Bonus Chapter 2: The quick and dirty guide to pay-per-click advertising with Google AdWords. Bonus Resource: Free 50 point SEO checklist PDF

Practical Methods of Optimization (Fletcher).pdf

最优化教材，PCL里面BFGS的实现就是按照这本书。里面优化的理论在机器学习中也广泛应用